Multivariate Deep Learning Classification of Alzheimer’s Disease Based on Hierarchical Partner Matching Independent Component Analysis

Machine learning and pattern recognition have been widely investigated in order to look for the biomarkers of Alzheimer’s disease (AD). However, most existing methods extract features by seed-based correlation, which not only requires prior information but also ignores the relationship between resti...

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Bibliographic Details
Main Authors: Jianping Qiao, Yingru Lv, Chongfeng Cao, Zhishun Wang, Anning Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2018-12-01
Series:Frontiers in Aging Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnagi.2018.00417/full